Machine Learning

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11 Terms

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1. Define: Conditional expectation (given random variable)

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2. Define Unsupervised Learning

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3. Define: Bernoulli density estimation problem.

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4. Define k-means clustering algorithm

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5. Define Maximum Likelihood Estimation Algorithm

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6. Define the supervised learning problem

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7. Define the Binary classification problem

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8. Define the Regression problem

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9. Define Perceptron Algorithm

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10. Define the Online learning with full feedback problem

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11. Define Projected Online Learning Gradient Descent algorithm

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